From: Jérôme Benoit <jerome.benoit@piment-noir.org>
Date: Sun, 26 Jan 2025 13:30:45 +0000 (+0100)
Subject: refactor: cleanup optuna HPO implementation
X-Git-Url: https://git.piment-noir.org/?a=commitdiff_plain;h=a022e3fcc700585d37c74300f47a4b67ec1bb8eb;p=freqai-strategies.git

refactor: cleanup optuna HPO implementation

Signed-off-by: Jérôme Benoit <jerome.benoit@piment-noir.org>
---

diff --git a/quickadapter/user_data/freqaimodels/LightGBMRegressorQuickAdapterV35.py b/quickadapter/user_data/freqaimodels/LightGBMRegressorQuickAdapterV35.py
index 2c93425..dec8de6 100644
--- a/quickadapter/user_data/freqaimodels/LightGBMRegressorQuickAdapterV35.py
+++ b/quickadapter/user_data/freqaimodels/LightGBMRegressorQuickAdapterV35.py
@@ -68,7 +68,6 @@ class LightGBMRegressorQuickAdapterV35(BaseRegressionModel):
 
         start = time.time()
         if optuna_hyperopt:
-            hp = {}
             pruner = optuna.pruners.MedianPruner(n_warmup_steps=5)
             study = optuna.create_study(pruner=pruner, direction="minimize")
             study.optimize(
diff --git a/quickadapter/user_data/freqaimodels/XGBoostRegressorQuickAdapterV35.py b/quickadapter/user_data/freqaimodels/XGBoostRegressorQuickAdapterV35.py
index 259acc7..f9cecc3 100644
--- a/quickadapter/user_data/freqaimodels/XGBoostRegressorQuickAdapterV35.py
+++ b/quickadapter/user_data/freqaimodels/XGBoostRegressorQuickAdapterV35.py
@@ -68,7 +68,6 @@ class XGBoostRegressorQuickAdapterV35(BaseRegressionModel):
 
         start = time.time()
         if optuna_hyperopt:
-            hp = {}
             pruner = optuna.pruners.MedianPruner(n_warmup_steps=5)
             study = optuna.create_study(pruner=pruner, direction="minimize")
             study.optimize(